Ethical, aggregate-only insights into cancer support access

K-anonymous, aggregate-only — never individual-level data. Measure access gaps and support distribution.

Research Partner Program Coming Q2 2026 — LIFTOFF-07h

🔒 Privacy Infrastructure Complete

Our automated data collection system (LIFTOFF-07g, 67 development hours) now includes comprehensive privacy safeguards and anonymization protocols for research partnerships.

✅ Privacy Foundations Ready:

  • • K-anonymous data aggregation with full audit trails
  • • Weekly snapshots with complete source documentation
  • • GDPR/CCPA compliant data handling by design

🔬 Research Partnership Program

We're developing partnerships for pharmaceutical companies, academic institutions, and policy researchers. Our unique privacy-first approach enables:

  • Aggregate-only insights — All data is k-anonymous (k≥10) with no individual-level tracking ever
  • Geographic access pattern analysis — Identify support deserts and underserved communities
  • Service type demand modeling — Understand which support types are most needed where
  • Ethical data practices — Full transparency with users, GDPR/CCPA compliant by design

🧪 Research Collaboration

Ready to explore ethical research partnerships? Contact our partnerships team at research@canbeapp.com to discuss pilot opportunities.